naturallanguageprocessing

A comprehensive reference for all topics related to Natural Language Processing

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Projects and useful articles / links

Awesome list (courses, books, videos etc.) and implementation of Machine Learning Algorithms

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

summarizer

An attempt to predict next day's stock price movements using sentiments in tweets with cashtags. Six different ML algorithms were deployed (LogReg, KNN, SVM etc.). Main libraries used: Pandas & Numpy

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

Projeto de compilador para o português puro

In this project our goal is to acheive the problem of converting audio data into textual data.

Machine translation using the seq2seq model

This project was done as a part of my internship at Bennet University for in May-June 2020.

Various experiments in parsing and natural language processing in the Forth language for the Apple II

Sentiment Analysis of Tweets for a renowned shoe brand

Training Word2Vec models in Java and Python 3

A prototype legal text search engine that uses a semantic search algorithm in order to find related keywords and sort the results by relevance.

A software designed to read messages to make it convenient for people to go through big messages and understand them easily in an efficient manner.

How to build a chatbot to parse conditional statements